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[GigaCourse.Com] Udemy - Data Engineering using Databricks on AWS and Azure
magnet:?xt=urn:btih:2c14bae25dda5035fbc30adf4e7f40c75e918410&dn=[GigaCourse.Com] Udemy - Data Engineering using Databricks on AWS and Azure
磁力链接详情
Hash值:
2c14bae25dda5035fbc30adf4e7f40c75e918410
点击数:
157
文件大小:
5.53 GB
文件数量:
178
创建日期:
2023-1-29 09:36
最后访问:
2024-8-19 01:19
访问标签:
GigaCourse
Com
Udemy
-
Data
Engineering
using
Databricks
on
AWS
and
Azure
文件列表详情
1. Introduction to Data Engineering using Databricks/1. Overview of the course - Data Engineering using Databricks.mp4 74.97 MB
1. Introduction to Data Engineering using Databricks/3. [Must Watch] 30 Day Money Back Guarantee, Feedback and Rating.mp4 6.04 MB
10. Deploy and Run on Databricks/1. Prepare PyCharm for Databricks.mp4 38.53 MB
10. Deploy and Run on Databricks/10. Get Job and Run Details using Databricks CLI.mp4 38.71 MB
10. Deploy and Run on Databricks/11. Submitting Databricks Jobs using CLI.mp4 43.21 MB
10. Deploy and Run on Databricks/12. Setup and Validate Databricks Client Library.mp4 47.57 MB
10. Deploy and Run on Databricks/13. Resetting the Job using Jobs API.mp4 45.94 MB
10. Deploy and Run on Databricks/14. Run Databricks Job programmatically using Python.mp4 24.49 MB
10. Deploy and Run on Databricks/15. Detailed Validation of Data.mp4 101.19 MB
10. Deploy and Run on Databricks/2. Prepare Data Sets.mp4 56.35 MB
10. Deploy and Run on Databricks/3. Move files to ghactivity.mp4 23.27 MB
10. Deploy and Run on Databricks/4. Refactor Code for Databricks.mp4 82.74 MB
10. Deploy and Run on Databricks/5. Validating Data using Databricks.mp4 54.5 MB
10. Deploy and Run on Databricks/6. Setup Data Set for Production Deployment.mp4 22.58 MB
10. Deploy and Run on Databricks/7. Access File Metadata using dbutils.mp4 21.84 MB
10. Deploy and Run on Databricks/8. Build Deployable bundle for Databricks.mp4 24.38 MB
10. Deploy and Run on Databricks/9. Running Jobs using Databricks Web UI..mp4 64.52 MB
11. Deploy Jobs using Notebooks/1. Modularizing Notebooks.mp4 16.55 MB
11. Deploy Jobs using Notebooks/2. Running Job using Notebook.mp4 45.27 MB
11. Deploy Jobs using Notebooks/3. Refactor application as Databricks Notebooks.mp4 20.76 MB
11. Deploy Jobs using Notebooks/4. Run Notebook using Development Cluster.mp4 14.41 MB
12. Deep Dive into Delta Lake using Data Frames/1. Introduction to Delta Lake using Data Frames.mp4 20.82 MB
12. Deep Dive into Delta Lake using Data Frames/10. Compaction of Delta Lake Files.mp4 60.51 MB
12. Deep Dive into Delta Lake using Data Frames/2. Creating Data Frames for Delta Lake.mp4 54.24 MB
12. Deep Dive into Delta Lake using Data Frames/3. Writing Data Frame using Delta Format.mp4 29.71 MB
12. Deep Dive into Delta Lake using Data Frames/4. Updating Existing Data using Delta Format.mp4 52.13 MB
12. Deep Dive into Delta Lake using Data Frames/5. Delete Existing Data using Delta Format.mp4 38.66 MB
12. Deep Dive into Delta Lake using Data Frames/6. Merge or Upsert Data using Delta Format.mp4 74.53 MB
12. Deep Dive into Delta Lake using Data Frames/7. Deleting using Merge in Delta Lake.mp4 66.33 MB
12. Deep Dive into Delta Lake using Data Frames/8. Point in Snapshot Recovery using Delta Logs.mp4 71.28 MB
12. Deep Dive into Delta Lake using Data Frames/9. Deleting unnecessary Delta Files using Vacuum.mp4 75.62 MB
13. Deep Dive into Delta Lake using Spark SQL/1. Introduction to Delta Lake using SQL.mp4 19.35 MB
13. Deep Dive into Delta Lake using Spark SQL/10. Vacuuming Delta Lake Tables.mp4 63.03 MB
13. Deep Dive into Delta Lake using Spark SQL/11. Compaction of Delta Lake Tables.mp4 48.1 MB
13. Deep Dive into Delta Lake using Spark SQL/2. Creating Data Frames for Delta Lake.mp4 54.17 MB
13. Deep Dive into Delta Lake using Spark SQL/3. Create Delta Lake Table.mp4 29.04 MB
13. Deep Dive into Delta Lake using Spark SQL/4. Insert Data to Delta Lake Table.mp4 38.93 MB
13. Deep Dive into Delta Lake using Spark SQL/5. Update Data in Delta Lake Table.mp4 32.29 MB
13. Deep Dive into Delta Lake using Spark SQL/6. Delete Data from Delta Lake Table.mp4 28.89 MB
13. Deep Dive into Delta Lake using Spark SQL/7. Merge or Upsert Data into Delta Lake Table.mp4 50.71 MB
13. Deep Dive into Delta Lake using Spark SQL/8. Using Merge Function over Delta Lake Table.mp4 58.62 MB
13. Deep Dive into Delta Lake using Spark SQL/9. Point in Snapshot Recovery using Delta Lake Table.mp4 63.38 MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/1. Enable Web Terminal in Databricks Admin Console.mp4 12.14 MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/2. Launch Web Terminal for Databricks Cluster.mp4 15.15 MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/3. Setup SSH for the Databricks Cluster Driver Node.mp4 54.29 MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/4. Validate SSH Connectivity to the Databricks Driver Node on AWS.mp4 41.81 MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/5. Limitations of SSH and comparison with Web Terminal.mp4 16.4 MB
15. Installing Softwares on Databricks Clusters using init scripts/1. Setup gen_logs on Databricks Cluster.mp4 31.13 MB
15. Installing Softwares on Databricks Clusters using init scripts/3. Overview of Init Scripts for Databricks Clusters.mp4 5.8 MB
15. Installing Softwares on Databricks Clusters using init scripts/4. Create Script to install software from git on Databricks Cluster.mp4 14.2 MB
15. Installing Softwares on Databricks Clusters using init scripts/6. Copy init script to dbfs location.mp4 14.28 MB
15. Installing Softwares on Databricks Clusters using init scripts/8. Create Databricks Standalone Cluster with init script.mp4 32.59 MB
16. Quick Recap of Spark Structured Streaming/1. Validate Netcat on Databricks Driver Node.mp4 48.2 MB
16. Quick Recap of Spark Structured Streaming/2. Push log messages to Netcat Webserver on Databricks Driver Node.mp4 27.89 MB
16. Quick Recap of Spark Structured Streaming/3. Reading Web Server logs using Spark Structured Streaming.mp4 49.43 MB
16. Quick Recap of Spark Structured Streaming/4. Writing Streaming Data to Files.mp4 42.01 MB
17. Incremental Loads using Spark Structured Streaming/1. Overview of Spark Structured Streaming.mp4 11.64 MB
17. Incremental Loads using Spark Structured Streaming/10. Validate Incremental Load.mp4 17.47 MB
17. Incremental Loads using Spark Structured Streaming/11. Internals of Spark Structured Streaming File Processing.mp4 47.25 MB
17. Incremental Loads using Spark Structured Streaming/2. Steps for Incremental Data Processing.mp4 18.95 MB
17. Incremental Loads using Spark Structured Streaming/3. Configure Cluster with Instance Profile.mp4.mp4 37.02 MB
17. Incremental Loads using Spark Structured Streaming/4. Upload GHArchive Files to s3.mp4 48.16 MB
17. Incremental Loads using Spark Structured Streaming/5. Read JSON Data using Spark Structured Streaming.mp4 33.17 MB
17. Incremental Loads using Spark Structured Streaming/6. Write using Delta file format using Trigger Once.mp4 36.06 MB
17. Incremental Loads using Spark Structured Streaming/7. Analyze GHArchive Data in Delta files using Spark.mp4 33.01 MB
17. Incremental Loads using Spark Structured Streaming/8. Add New GHActivity JSON files.mp4 22.53 MB
17. Incremental Loads using Spark Structured Streaming/9. Load Data Incrementally to Target Table.mp4 28.1 MB
18. Incremental Loads using Cloud Files/1. Overview of Auto Loader cloudFiles.mp4 27.2 MB
18. Incremental Loads using Cloud Files/10. Review AWS Services for cloudFiles Event Notifications.mp4 40.1 MB
18. Incremental Loads using Cloud Files/11. Review Metadata Generated for cloudFiles Checkpointing.mp4 63.49 MB
18. Incremental Loads using Cloud Files/2. Upload GHArchive Files to s3.mp4 18.79 MB
18. Incremental Loads using Cloud Files/3. Write Data using Auto Loader cloudFiles.mp4 58.67 MB
18. Incremental Loads using Cloud Files/4. Add New GHActivity JSON files.mp4 15.29 MB
18. Incremental Loads using Cloud Files/5. Load Data Incrementally to Target Table.mp4 39.42 MB
18. Incremental Loads using Cloud Files/6. Add New GHActivity JSON files.mp4 13.11 MB
18. Incremental Loads using Cloud Files/7. Overview of Handling S3 Events using AWS Services.mp4 43.42 MB
18. Incremental Loads using Cloud Files/8. Configure IAM Role for cloudFiles file notifications.mp4 49.03 MB
18. Incremental Loads using Cloud Files/9. Incremental Load using cloudFiles File Notifications.mp4 37.36 MB
19. Overview of Databricks SQL Clusters/1. Overview of Databricks SQL Platform - Introduction.mp4 21.89 MB
19. Overview of Databricks SQL Clusters/10. Analyze JSON Data using Spark APIs.mp4 30.15 MB
19. Overview of Databricks SQL Clusters/11. Analyze Delta Table Schemas using Spark APIs.mp4 19.3 MB
19. Overview of Databricks SQL Clusters/12. Load Data from Spark Data Frames into Delta Tables.mp4 18.7 MB
19. Overview of Databricks SQL Clusters/13. Run Adhoc Queries using Databricks SQL Editor to validate data.mp4 20.75 MB
19. Overview of Databricks SQL Clusters/14. Overview of External Tables using Databricks SQL.mp4 18.45 MB
19. Overview of Databricks SQL Clusters/15. Using COPY Command to Copy Data into Delta Tables.mp4 42.95 MB
19. Overview of Databricks SQL Clusters/16. Manage Databricks SQL Endpoints.mp4 16.37 MB
19. Overview of Databricks SQL Clusters/2. Run First Query using SQL Editor of Databricks SQL.mp4 25.47 MB
19. Overview of Databricks SQL Clusters/3. Overview of Dashboards using Databricks SQL.mp4 12.37 MB
19. Overview of Databricks SQL Clusters/4. Overview of Databricks SQL Data Explorer to review Metastore Database and Tables.mp4 12.54 MB
19. Overview of Databricks SQL Clusters/5. Use Databricks SQL Editor to develop scripts or queries.mp4 25.02 MB
19. Overview of Databricks SQL Clusters/6. Review Metadata of Tables using Databricks SQL Platform.mp4 19.81 MB
19. Overview of Databricks SQL Clusters/7. Overview of loading data into retail_db tables.mp4 5.95 MB
19. Overview of Databricks SQL Clusters/8. Configure Databricks CLI to push data into Databricks Platform.mp4 29.66 MB
19. Overview of Databricks SQL Clusters/9. Copy JSON Data into DBFS using Databricks CLI.mp4 47.96 MB
2. Getting Started with Databricks/1. Signing Up For Databricks Community Edition.mp4 40.34 MB
2. Getting Started with Databricks/2. Create Azure Databricks Service.mp4 39.06 MB
2. Getting Started with Databricks/3. Signup For Databricks Full Trial.mp4 57.63 MB
2. Getting Started with Databricks/4. Overview Of Databricks UI.mp4 9.32 MB
2. Getting Started with Databricks/5. Upload Data In Files Into Databricks..mp4 49.95 MB
2. Getting Started with Databricks/6. Create Cluster In Databricks Platform..mp4 20.42 MB
2. Getting Started with Databricks/7. Managing File System Using Notebooks.mp4 45.04 MB
3. Getting Started with Databricks on Azure/1. Getting Started with Databricks on Azure - Introduction.mp4 7.08 MB
3. Getting Started with Databricks on Azure/10. Develop Spark Application using Azure Databricks Notebook.mp4 41.28 MB
3. Getting Started with Databricks on Azure/11. Validate Spark Jobs using Azure Databricks Notebook.mp4 18.1 MB
3. Getting Started with Databricks on Azure/12. Export and Import of Azure Databricks Notebooks.mp4 15.43 MB
3. Getting Started with Databricks on Azure/13. Terminating Azure Databricks Cluster and Deleting Configuration.mp4 5.9 MB
3. Getting Started with Databricks on Azure/14. Delete Azure Databricks Workspace by deleting Resource Group.mp4 19.15 MB
3. Getting Started with Databricks on Azure/2. Signup for the Azure Account.mp4 10.52 MB
3. Getting Started with Databricks on Azure/3. Login and Increase Quotas for regional vCPUs in Azure.mp4 16.82 MB
3. Getting Started with Databricks on Azure/4. Create Azure Databricks Workspace.mp4 17.1 MB
3. Getting Started with Databricks on Azure/5. Launching Azure Databricks Workspace or Cluster.mp4 8.34 MB
3. Getting Started with Databricks on Azure/6. Quick Walkthrough of Azure Databricks UI.mp4 12.56 MB
3. Getting Started with Databricks on Azure/7. Create Azure Databricks Single Node Cluster.mp4 14.25 MB
3. Getting Started with Databricks on Azure/8. Upload Data using Azure Databricks UI.mp4 24.79 MB
3. Getting Started with Databricks on Azure/9. Overview of Creating Notebook and Validating Files.mp4 18.94 MB
4. Azure Essentials for Databricks - Azure CLI/1. Azure Essentials for Databricks - Azure CLI.mp4 8.58 MB
4. Azure Essentials for Databricks - Azure CLI/10. Setup Data Set locally to upload into ADLS File System or Container.mp4 13.47 MB
4. Azure Essentials for Databricks - Azure CLI/11. Upload local directory into Azure ADLS File System or Container.mp4 60.94 MB
4. Azure Essentials for Databricks - Azure CLI/12. Delete Azure ADLS Storage Account using Azure CLI.mp4 32.96 MB
4. Azure Essentials for Databricks - Azure CLI/13. Delete Azure Resource Group using Azure CLI.mp4 21.47 MB
4. Azure Essentials for Databricks - Azure CLI/2. Azure CLI using Azure Portal Cloud Shell.mp4 13.11 MB
4. Azure Essentials for Databricks - Azure CLI/3. Getting Started with Azure CLI on Mac.mp4 24.75 MB
4. Azure Essentials for Databricks - Azure CLI/4. Getting Started with Azure CLI on Windows.mp4 24.52 MB
4. Azure Essentials for Databricks - Azure CLI/5. Warming up with Azure CLI - Overview.mp4 6.16 MB
4. Azure Essentials for Databricks - Azure CLI/6. Create Resource Group using Azure CLI.mp4 40.75 MB
4. Azure Essentials for Databricks - Azure CLI/7. Create ADLS Storage Account with in Resource Group.mp4 68.01 MB
4. Azure Essentials for Databricks - Azure CLI/8. Add Container as part of Storage Account.mp4 36.17 MB
4. Azure Essentials for Databricks - Azure CLI/9. Overview of Uploading the data into ADLS File System or Container.mp4 11.81 MB
5. Mount ADLS on to Azure Databricks/1. Mount ADLS on to Azure Databricks - Introduction.mp4 17.5 MB
5. Mount ADLS on to Azure Databricks/10. Create ADLS Container or File System and Upload Data.mp4 24.85 MB
5. Mount ADLS on to Azure Databricks/11. Start Databricks Cluster to mount ADLS.mp4 12.3 MB
5. Mount ADLS on to Azure Databricks/12. Mount ADLS Storage Account on to Azure Databricks.mp4 39.31 MB
5. Mount ADLS on to Azure Databricks/13. Validate ADLS Mount Point on Azure Databricks Clusters.mp4 25.09 MB
5. Mount ADLS on to Azure Databricks/14. Unmount the mount point from Databricks.mp4 4.76 MB
5. Mount ADLS on to Azure Databricks/15. Delete Azure Resource Group used for Mounting ADLS on to Azure Databricks.mp4 17.96 MB
5. Mount ADLS on to Azure Databricks/2. Ensure Azure Databricks Workspace.mp4 12.2 MB
5. Mount ADLS on to Azure Databricks/3. Setup Databricks CLI on Mac or Windows using Python Virtual Environment.mp4 15.04 MB
5. Mount ADLS on to Azure Databricks/4. Configure Databricks CLI for new Azure Databricks Workspace.mp4 19.38 MB
5. Mount ADLS on to Azure Databricks/5. Register an Azure Active Directory Application.mp4 23.66 MB
5. Mount ADLS on to Azure Databricks/6. Create Databricks Secret for AD Application Client Secret.mp4 23.39 MB
5. Mount ADLS on to Azure Databricks/7. Create ADLS Storage Account.mp4 24.87 MB
5. Mount ADLS on to Azure Databricks/8. Assign IAM Role on Storage Account to Azure AD Application.mp4 14.36 MB
5. Mount ADLS on to Azure Databricks/9. Setup Retail DB Dataset.mp4 12.37 MB
6. Setup Local Development Environment/1. Setup Single Node Databricks Cluster.mp4 27.57 MB
6. Setup Local Development Environment/2. Install Databricks Connect.mp4 23.93 MB
6. Setup Local Development Environment/3. Configure Databricks Connect.mp4 34.65 MB
6. Setup Local Development Environment/4. Integrating Pycharm with Databricks Connect.mp4 22.21 MB
6. Setup Local Development Environment/6. Integrate Databricks Cluster with Glue Catalog.mp4 71.85 MB
6. Setup Local Development Environment/7. Setup s3 Bucket and Grant Permissions.mp4 22.18 MB
6. Setup Local Development Environment/8. Mounting s3 Buckets into Databricks Clusters.mp4 24.75 MB
6. Setup Local Development Environment/9. Using dbutils from IDEs such as Pycharm.mp4 18.43 MB
7. Using Databricks CLI/1. Introduction.mp4 6.22 MB
7. Using Databricks CLI/2. Install and Configure Databricks CLI.mp4 21.24 MB
7. Using Databricks CLI/3. Interacting with File System using CLI..mp4 70.45 MB
7. Using Databricks CLI/4. Getting Cluster Details using CLI.mp4 36.68 MB
8. Spark Application Development Life Cycle/1. Setup Virtual Environment and Install Pyspark.mp4 37.84 MB
8. Spark Application Development Life Cycle/10. Setup Sample Data.mp4 18.57 MB
8. Spark Application Development Life Cycle/11. Read data from files.mp4 63.61 MB
8. Spark Application Development Life Cycle/13. Process data using Spark APIs.mp4 43.65 MB
8. Spark Application Development Life Cycle/15. Write data to files.mp4 44.71 MB
8. Spark Application Development Life Cycle/17. Validating Writing Data to Files.mp4 50.54 MB
8. Spark Application Development Life Cycle/18. Productionizing the Code.mp4 25.51 MB
8. Spark Application Development Life Cycle/20. Setting up Data for Production Validation.mp4 41.25 MB
8. Spark Application Development Life Cycle/3. Getting Started with Pycharm.mp4 29.73 MB
8. Spark Application Development Life Cycle/5. Passing Run Time Arguments.mp4 29.9 MB
8. Spark Application Development Life Cycle/6. Accessing OS Environment Variables.mp4 23.9 MB
8. Spark Application Development Life Cycle/7. Getting Started with Spark.mp4 18.76 MB
8. Spark Application Development Life Cycle/8. Create Function for Spark Session.mp4 41.28 MB
9. Databricks Jobs and Clusters/1. Introduction to Jobs and Clusters.mp4 15.87 MB
9. Databricks Jobs and Clusters/10. Exercise - Submit the application as job using interactive cluster.mp4 7.49 MB
9. Databricks Jobs and Clusters/2. Creating Pools in Databricks Platform.mp4 19.53 MB
9. Databricks Jobs and Clusters/3. Create Cluster on Azure Databricks.mp4 36.64 MB
9. Databricks Jobs and Clusters/4. Request to Increase CPU Quota on Azure.mp4 21.68 MB
9. Databricks Jobs and Clusters/5. Creating Job on Databricks.mp4 63.86 MB
9. Databricks Jobs and Clusters/6. Submitting Jobs using Job Cluster.mp4 33.37 MB
9. Databricks Jobs and Clusters/7. Create Pool in Databricks.mp4 15.27 MB
9. Databricks Jobs and Clusters/8. Running Job using Interactive Cluster Attached to Pool.mp4 21.52 MB
9. Databricks Jobs and Clusters/9. Running Job Using Job Cluster Attached to Pool.mp4 22.05 MB
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